PyBench

This test profile reports the total time of the different average timed test results from PyBench. PyBench reports average test times for different functions such as BuiltinFunctionCalls and NestedForLoops, with this total result providing a rough estimate as to Python's average performance on a given system. This test profile runs PyBench each time for 20 rounds.

To run this test with the Phoronix Test Suite, the basic command is: phoronix-test-suite benchmark pybench.

Project Site

svn.python.org

Test Created

6 December 2010

Last Updated

17 January 2019

Test Maintainer

Michael Larabel 

Test Type

System

Average Install Time

2 Seconds

Average Run Time

2 Minutes, 52 Seconds

Test Dependencies

Python

Accolades

200k+ Downloads + 10k+ Public Benchmark Results

Supported Platforms


Public Result Uploads *Reported Test Completions **Reported Installs **Test Profile Page Views ***OpenBenchmarking.orgEventsPyBench Popularity Statisticspts/pybench2010.122011.052011.102012.032012.082013.012013.062013.112014.042014.092015.022015.072015.122016.052016.102017.032017.082018.012018.062018.112019.042019.092020.022020.072020.122021.052021.102022.032022.082023.012023.062023.1120K40K60K80K100K
* Uploading of benchmark result data to OpenBenchmarking.org is always optional (opt-in) via the Phoronix Test Suite for users wishing to share their results publicly.
** Data based on those opting to upload their test results to OpenBenchmarking.org and users enabling the opt-in anonymous statistics reporting while running benchmarks from an Internet-connected platform.
*** Test profile page view reporting began March 2021.
Data updated weekly as of 3 December 2023.

Revision History

pts/pybench-1.1.3   [View Source]   Thu, 17 Jan 2019 10:20:52 GMT
Windows test profile update for latest Python.

pts/pybench-1.1.2   [View Source]   Wed, 07 Mar 2018 11:49:45 GMT
Explicitly use the default Python 3 path on Windows to avoid python2 being picked up which no longer works with this test code.

pts/pybench-1.1.1   [View Source]   Fri, 02 Mar 2018 15:28:39 GMT
Windows support was refreshingly easy...

pts/pybench-1.1.0   [View Source]   Sun, 18 Feb 2018 15:46:36 GMT
Update PyBench to a Python3 port

pts/pybench-1.0.1   [View Source]   Thu, 15 Feb 2018 15:07:12 GMT
Be explicit about python2, don't use generic python call as this test will break when python is python3.

pts/pybench-1.0.0   [View Source]   Mon, 06 Dec 2010 15:19:25 GMT
Initial import into OpenBenchmarking.org

Suites Using This Test

Server CPU Tests

Python

Single-Threaded

Programmer / Developer System Benchmarks


Performance Metrics

Analyze Test Configuration:

PyBench 2018-02-16

Total For Average Test Times

OpenBenchmarking.org metrics for this test profile configuration based on 7,949 public results since 18 February 2018 with the latest data as of 4 December 2023.

Below is an overview of the generalized performance for components where there is sufficient statistically significant data based upon user-uploaded results. It is important to keep in mind particularly in the Linux/open-source space there can be vastly different OS configurations, with this overview intended to offer just general guidance as to the performance expectations.

Component
Percentile Rank
# Compatible Public Results
Milliseconds (Average)
100th
12
379 +/- 4
100th
6
434 +/- 9
100th
42
447 +/- 35
99th
5
495 +/- 4
99th
4
501 +/- 34
99th
14
513 +/- 21
98th
28
535 +/- 8
97th
9
556 +/- 17
97th
4
560 +/- 22
97th
20
565 +/- 30
97th
28
575 +/- 39
97th
9
577 +/- 50
97th
4
578 +/- 1
97th
15
585 +/- 27
96th
18
589 +/- 9
95th
13
605 +/- 64
95th
16
629 +/- 77
95th
3
635 +/- 4
95th
10
641 +/- 66
94th
3
660 +/- 6
94th
13
682 +/- 21
93rd
38
689 +/- 71
93rd
10
697 +/- 15
93rd
11
705 +/- 58
93rd
9
707 +/- 3
92nd
4
721 +/- 5
91st
24
740 +/- 77
89th
12
760 +/- 12
89th
72
761 +/- 53
89th
67
766 +/- 105
88th
28
769 +/- 55
88th
16
774 +/- 12
88th
113
778 +/- 112
87th
15
797 +/- 56
86th
6
826 +/- 38
86th
9
826 +/- 5
86th
10
833 +/- 105
85th
11
840 +/- 3
84th
10
855 +/- 21
84th
9
859 +/- 5
84th
6
859 +/- 18
83rd
17
862 +/- 102
83rd
10
870 +/- 84
83rd
4
872 +/- 17
81st
67
898 +/- 124
81st
51
899 +/- 134
81st
30
899 +/- 112
80th
16
909 +/- 119
80th
16
916 +/- 127
79th
3
920 +/- 27
79th
4
923 +/- 127
79th
8
927 +/- 7
78th
5
929 +/- 26
78th
13
935 +/- 33
78th
8
937 +/- 114
78th
9
940 +/- 122
78th
4
940 +/- 17
78th
34
941 +/- 107
77th
4
944 +/- 124
76th
13
958 +/- 38
76th
24
959 +/- 132
Mid-Tier
75th
> 960
75th
5
962 +/- 11
74th
21
976 +/- 61
74th
35
977 +/- 132
73rd
10
985 +/- 11
73rd
86
985 +/- 120
72nd
5
989 +/- 31
72nd
6
990 +/- 14
72nd
13
994 +/- 26
72nd
3
996 +/- 29
71st
26
1004 +/- 84
71st
6
1008 +/- 9
70th
12
1011 +/- 90
70th
29
1013 +/- 58
70th
14
1014 +/- 13
70th
9
1014 +/- 83
70th
7
1014 +/- 119
70th
10
1014 +/- 67
69th
64
1017 +/- 115
69th
57
1021 +/- 141
69th
18
1023 +/- 4
69th
8
1024 +/- 15
68th
7
1028 +/- 148
68th
10
1036 +/- 35
68th
6
1037 +/- 59
67th
24
1039 +/- 28
67th
4
1049 +/- 72
67th
27
1050 +/- 154
66th
3
1057 +/- 3
66th
13
1070 +/- 13
66th
5
1070 +/- 159
65th
3
1079 +/- 43
64th
3
1086 +/- 114
63rd
3
1090 +/- 83
63rd
4
1094 +/- 12
63rd
5
1097 +/- 116
62nd
11
1111 +/- 24
62nd
4
1115 +/- 85
61st
9
1118 +/- 10
61st
5
1123 +/- 9
60th
6
1134 +/- 24
60th
28
1139 +/- 2
59th
13
1146 +/- 74
58th
6
1154 +/- 23
58th
3
1162 +/- 1
58th
5
1163 +/- 26
58th
30
1164 +/- 99
58th
9
1166 +/- 146
56th
22
1179 +/- 11
56th
5
1179 +/- 13
56th
12
1179 +/- 14
56th
7
1181 +/- 18
56th
12
1182 +/- 21
55th
13
1190 +/- 176
55th
10
1194 +/- 15
55th
4
1194 +/- 105
54th
10
1197 +/- 16
54th
3
1198 +/- 121
54th
10
1198 +/- 47
54th
10
1199 +/- 13
54th
19
1206 +/- 2
53rd
8
1208 +/- 14
52nd
6
1216 +/- 12
52nd
20
1221 +/- 32
52nd
3
1223 +/- 2
51st
8
1225 +/- 20
51st
17
1229 +/- 28
51st
11
1231 +/- 15
51st
20
1235 +/- 142
51st
10
1236 +/- 21
Median
50th
1238
50th
5
1241 +/- 141
50th
36
1243 +/- 153
49th
12
1256 +/- 125
49th
7
1257 +/- 84
49th
6
1261 +/- 5
47th
10
1295 +/- 178
47th
5
1299 +/- 42
47th
5
1306 +/- 191
46th
8
1310 +/- 174
46th
8
1317 +/- 13
46th
8
1322 +/- 72
46th
16
1322 +/- 125
45th
9
1328 +/- 43
45th
21
1330 +/- 7
45th
3
1333 +/- 198
44th
29
1348 +/- 33
44th
7
1354 +/- 179
44th
3
1365 +/- 109
44th
13
1367 +/- 84
43rd
5
1381 +/- 3
42nd
20
1404 +/- 36
42nd
10
1411 +/- 189
41st
19
1421 +/- 135
41st
10
1430 +/- 148
41st
4
1431 +/- 71
40th
17
1440 +/- 174
40th
9
1449 +/- 144
40th
5
1461 +/- 166
39th
17
1471 +/- 3
39th
7
1476 +/- 102
38th
9
1480 +/- 150
38th
12
1492 +/- 166
38th
4
1494 +/- 3
38th
5
1494 +/- 16
38th
4
1501 +/- 22
38th
7
1503 +/- 58
37th
6
1520 +/- 120
37th
9
1529 +/- 77
37th
35
1535 +/- 178
36th
8
1544 +/- 194
35th
47
1589 +/- 214
34th
14
1612 +/- 220
34th
6
1613 +/- 187
33rd
5
1622 +/- 58
33rd
20
1634 +/- 200
32nd
24
1658 +/- 179
32nd
14
1665 +/- 196
32nd
6
1688 +/- 225
31st
7
1715 +/- 173
31st
5
1719 +/- 30
31st
4
1729 +/- 204
31st
6
1729 +/- 214
30th
5
1743 +/- 124
30th
3
1748 +/- 64
30th
3
1749 +/- 83
29th
5
1773 +/- 167
29th
5
1774 +/- 70
28th
6
1813 +/- 78
28th
5
1830 +/- 78
27th
5
1861 +/- 215
26th
4
1935 +/- 9
Low-Tier
25th
> 1966
24th
13
2054 +/- 244
24th
5
2058 +/- 142
23rd
5
2129 +/- 11
23rd
4
2149 +/- 4
22nd
12
2211 +/- 5
22nd
6
2223 +/- 201
21st
8
2293 +/- 236
21st
4
2364 +/- 302
20th
4
2369 +/- 312
20th
5
2402 +/- 183
20th
4
2445 +/- 353
20th
4
2472 +/- 44
20th
4
2519 +/- 349
19th
21
2600 +/- 63
19th
5
2605 +/- 214
19th
10
2620 +/- 335
19th
7
2620 +/- 5
17th
8
2834 +/- 26
15th
6
3497 +/- 426
15th
4
3515 +/- 231
15th
9
3534 +/- 11
14th
4
3789 +/- 369
13th
14
3918 +/- 355
13th
19
3995 +/- 483
13th
3
4025 +/- 426
13th
5
4143 +/- 427
12th
8
4348 +/- 461
11th
5
4566 +/- 30
11th
5
4798 +/- 140
11th
92
4808 +/- 638
11th
7
4859 +/- 515
10th
4
4953 +/- 40
10th
38
5088 +/- 416
10th
16
5107 +/- 293
10th
6
5185 +/- 262
7th
3
6132 +/- 680
7th
4
6280 +/- 12
7th
6
6614 +/- 747
6th
8
6749 +/- 158
6th
20
6862 +/- 301
6th
4
6931 +/- 302
6th
13
7000 +/- 700
5th
31
9157 +/- 1325
2nd
59
20726 +/- 2999
2nd
6
21459 +/- 2343
OpenBenchmarking.orgDistribution Of Public Results - Total For Average Test Times8544 Results Range From 233 To 1733771 Milliseconds233349046957510424613891717358820825924293027760131227234694338161441628545095648562752029855496958964062431165898269365372832476299579766683233786700890167993635097102110056921040363107503411097051144376117904712137181248389128306013177311352402138707314217441456415149108615257571560428159509916297701664441169911217337832K4K6K8K10K

Based on OpenBenchmarking.org data, the selected test / test configuration (PyBench 2018-02-16 - Total For Average Test Times) has an average run-time of 4 minutes. By default this test profile is set to run at least 3 times but may increase if the standard deviation exceeds pre-defined defaults or other calculations deem additional runs necessary for greater statistical accuracy of the result.

OpenBenchmarking.orgMinutesTime Required To Complete BenchmarkTotal For Average Test TimesRun-Time1122334455Min: 1 / Avg: 3.04 / Max: 54

Based on public OpenBenchmarking.org results, the selected test / test configuration has an average standard deviation of 0.2%.

OpenBenchmarking.orgPercent, Fewer Is BetterAverage Deviation Between RunsTotal For Average Test TimesDeviation246810Min: 0 / Avg: 0.21 / Max: 5

Does It Scale Well With Increasing Cores?

Yes, based on the automated analysis of the collected public benchmark data, this test / test settings does generally scale well with increasing CPU core counts. Data based on publicly available results for this test / test settings, separated by vendor, result divided by the reference CPU clock speed, grouped by matching physical CPU core count, and normalized against the smallest core count tested from each vendor for each CPU having a sufficient number of test samples and statistically significant data.

AMDIntelOpenBenchmarking.orgRelative Core Scaling To BasePyBench CPU Core ScalingTotal For Average Test Times246810121416202432485664961281.07922.15843.23764.31685.396

Tested CPU Architectures

This benchmark has been successfully tested on the below mentioned architectures. The CPU architectures listed is where successful OpenBenchmarking.org result uploads occurred, namely for helping to determine if a given test is compatible with various alternative CPU architectures.

CPU Architecture
Kernel Identifier
Verified On
Intel / AMD x86 64-bit
x86_64
(Many Processors)
RISC-V 64-bit
riscv64
SiFive RISC-V, SiFive U740, rv64imafdc, rv64imafdcsu, rv64imafdcvsu
IBM POWER (PowerPC) 64-bit
ppc64le
POWER8, POWER9 16-Core, POWER9 22-Core, POWER9 4-Core, POWER9 44-Core, POWER9 8-Core, POWER9 80-Core, POWER9 altivec supported 144-Core, POWER9 altivec supported 160-Core, POWER9 altivec supported 176-Core, POWER9 altivec supported 32-Core, POWER9 altivec supported 44-Core, POWER9 altivec supported 64-Core, POWER9 altivec supported 88-Core, POWER9 altivec supported 96-Core
IBM POWER (PowerPC) 64-bit
ppc64
POWER7, POWER9 4-Core, PPC970MP
IBM POWER (PowerPC)
ppc
7447A altivec supported
MIPS 64-bit
mips64
Loongson-2K V0.3 FPU V0.1, Loongson-3A R4, Loongson-3A3000 V0.9 FPU V0.1
MIPS
mips
Baikal-T1 1.2 GHz MIPS P5600 V3.0 FPU V2.0, MIPS P5600 V3.0 FPU V2.0
Loongson LoongArch 64-bit
loongarch64
Loongson-3A5000, Loongson-3A5000-HV, Loongson-3A5000-HV-7A2000-1w-EVB-V1.0, Loongson-3A5000LL, Loongson-3A5000M, Loongson-3A6000, Loongson-3A6000-HV
Intel / AMD x86 32-bit
i686
(Many Processors)
ARMv7 32-bit
armv7l
ARMv7 4-Core, ARMv7 Cortex-A15 8-Core, ARMv7 Cortex-A53 4-Core, ARMv7 Cortex-A7 4-Core, ARMv7 Cortex-A72, ARMv7 Cortex-A72 4-Core, ARMv7 rev 0 2-Core, ARMv7 rev 0 4-Core, ARMv7 rev 1 4-Core, ARMv7 rev 10 2-Core, ARMv7 rev 10 4-Core, ARMv7 rev 2, ARMv7 rev 2 4-Core, ARMv7 rev 3 3-Core, ARMv7 rev 3 4-Core, ARMv7 rev 3 8-Core, ARMv7 rev 4 4-Core, ARMv7 rev 5 3-Core, ARMv7 rev 5 4-Core, ARMv7 rev 5 8-Core
ARMv6 32-bit
armv6l
ARMv6-compatible rev 7, ARMv7
ARMv8 64-bit
arm64
Apple, Apple M1, Apple M1 Max, Apple M1 Pro, Apple M2, Apple M2 Max
Arm
arm
ARM Cortex-A7 r0p5
ARMv8 64-bit
aarch64
AArch64 rev 1, AArch64 rev 12, AArch64 rev 14, AArch64 rev 2, AArch64 rev 4, ARMVv8 Cortex-A53 4-Core, ARMVv8 Cortex-A73 6-Core, ARMv8, ARMv8 Cortex-A53 2-Core, ARMv8 Cortex-A53 24-Core, ARMv8 Cortex-A53 3-Core, ARMv8 Cortex-A53 4-Core, ARMv8 Cortex-A53 8-Core, ARMv8 Cortex-A55 4-Core, ARMv8 Cortex-A57, ARMv8 Cortex-A57 4-Core, ARMv8 Cortex-A57 6-Core, ARMv8 Cortex-A57 8-Core, ARMv8 Cortex-A72, ARMv8 Cortex-A72 16-Core, ARMv8 Cortex-A72 2-Core, ARMv8 Cortex-A72 4-Core, ARMv8 Cortex-A72 6-Core, ARMv8 Cortex-A72 8-Core, ARMv8 Cortex-A73, ARMv8 Cortex-A73 2-Core, ARMv8 Cortex-A73 6-Core, ARMv8 Cortex-A73 8-Core, ARMv8 Cortex-A75 8-Core, ARMv8 Cortex-A76 4-Core, ARMv8 Cortex-A77 6-Core, ARMv8 Cortex-A78E 6-Core, ARMv8 Neoverse-N1, ARMv8 Neoverse-N1 16-Core, ARMv8 Neoverse-N1 2-Core, ARMv8 Neoverse-N1 4-Core, ARMv8 Neoverse-N1 64-Core, ARMv8 Neoverse-N1 80-Core, ARMv8 Neoverse-V1, ARMv8 Neoverse-V1 4-Core, ARMv8 Neoverse-V1 64-Core, ARMv8 rev 0 6-Core, ARMv8 rev 0 8-Core, ARMv8 rev 1 4-Core, ARMv8 rev 3 4-Core, ARMv8 rev 3 6-Core, ARMv8 rev 4 8-Core, Amlogic, Amlogic ARMv8 Cortex-A53 4-Core, Ampere ARMv8 Neoverse-N1 128-Core, Ampere ARMv8 Neoverse-N1 160-Core, Ampere ARMv8 Neoverse-N1 256-Core, Ampere Altra ARMv8 Neoverse-N1 160-Core, Ampere eMAG ARMv8 16-Core, Ampere eMAG ARMv8 32-Core, Ampere eMAG ARMv8 4-Core, Ampere eMAG ARMv8 8-Core, Apple, Apple M1, Apple M1 Pro, Apple M2, Cavium ThunderX, FT2000AHK, HUAWEI Kunpeng 920, Phytium FT-2000, Phytium FT1500A, Phytium FT2000A 4-Core, Phytium FT2000PLUS, Rockchip, Rockchip ARMVv8 Cortex-A72 6-Core, Rockchip ARMv8 4-Core, Rockchip ARMv8 Cortex-A53 4-Core, Rockchip ARMv8 Cortex-A55 4-Core, Rockchip ARMv8 Cortex-A72 6-Core, Rockchip ARMv8 Cortex-A76 4-Core, Rockchip ARMv8 Cortex-A76 6-Core, Rockchip ARMv8 Cortex-A76 8-Core, SiFive RISC-V, Snapdragon

Recent Test Results

OpenBenchmarking.org Results Compare

1 System - 5 Benchmark Results

Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH

Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

1 System - 4 Benchmark Results

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Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

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Intel Xeon E3-1230 V2 - Intel 440BX - Intel 440BX

Debian 12 - 6.1.0-13-amd64 - X Server 1.21.1.7

21 Systems - 30 Benchmark Results

ARMv8 Cortex-A55 - Khadas VIM3L - 2048MB

Ubuntu 20.04 - 4.9.241 - X Server 1.20.13

20 Systems - 30 Benchmark Results

ARMv8 Cortex-A53 - Hobot X3 PI - 4096MB

Ubuntu 20.04 - 4.14.87 - 1.1.182

1 System - 30 Benchmark Results

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Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

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Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH

Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

1 System - 7 Benchmark Results

Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH

Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

1 System - 6 Benchmark Results

Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH

Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

1 System - 30 Benchmark Results

Intel Core i3-8100T - (5.13 BIOS) - Intel Cannon Lake PCH

Zorin 16 - 5.15.0-89-generic - GNOME Shell 3.38.4

19 Systems - 30 Benchmark Results

ARMv8 Cortex-A53 - FriendlyElec NanoPi Fire3 - 1024MB

Ubuntu 16.04 - 4.4.172-s5p6818 - X Server

18 Systems - 30 Benchmark Results

ARMv8 Cortex-A53 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 909MB

Debian 11 - 5.10.92-v8+ - LXDE

17 Systems - 30 Benchmark Results

ARMv8 Cortex-A53 - OrangePi Zero2 - 1024MB

Ubuntu 22.04 - 5.16.17-sun50iw9 - GCC 11.4.0

8 Systems - 28 Benchmark Results

Rockchip ARMv8 Cortex-A53 - Firefly ROC-RK3328-CC - 2048MB

Ubuntu 18.04 - 4.4.114 - X Server 1.18.4

7 Systems - 28 Benchmark Results

ARMv7 rev 3 - BCM2835 Raspberry Pi 4 Model B Rev 1.1 - 4096MB

Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0

Most Popular Test Results

OpenBenchmarking.org Results Compare

16 Systems - 119 Benchmark Results

Intel Xeon Platinum 8259L - ASRockRack EP2C621D16-4LP - Intel Sky Lake-E DMI3 Registers

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3 Systems - 14 Benchmark Results

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Ubuntu 20.10 - 5.8.0-38-generic - GNOME Shell 3.38.1

2 Systems - 535 Benchmark Results

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2 Systems - 29 Benchmark Results

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20 Systems - 43 Benchmark Results

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Raspbian 10 - 4.19.50-v7l+ - LXDE 0.10.0

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Unknown - GIGABYTE MT91-FS1-00 v01000100 - Cavium CN99xx

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ARMv7 rev 4 - BCM2835 Raspberry Pi 3 Model B Rev 1.2 - 927MB

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